The Difference Between Software Development and Data Science

I hear topics like agile and Kanban coming up a lot in this area. Can we take some learnings from the software world and bring them into the data science world? I would say that there are quite differences between software engineering projects and data science projects. The first one is the uncertainty, let's say, of the solution.